skill-meta-prompt
FeaturedCraft better prompts using proven optimization techniques — use when your prompt needs refinement
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Quality Score: 95/100
Skill Content
Details
- Author
- nyldn
- Repository
- nyldn/claude-octopus
- Created
- 6 months ago
- Last Updated
- today
- Language
- Shell
- License
- MIT
Integrates with
Bundled in these plugins
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Comprehensive prompt engineering framework for designing, optimizing, and iterating LLM prompts. Use when creating prompts, optimizing existing prompts, or improving AI instructions.
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Designs, refines, and systematically evaluates LLM prompts using structure, role framing, few-shot examples, explicit output contracts, and reasoning scaffolds. Use this skill when the user wants to write or improve a prompt, build a system prompt, craft few-shot examples, reduce hallucination or refusals, enforce a JSON/structured output, design an LLM-as-judge or eval rubric, debug inconsistent or low-quality model outputs, or compare prompt variants ("optimize this prompt", "why is the model ignoring my instructions", "make it return valid JSON", "write a prompt that...", "evaluate these prompts").
prompt
Use when a request aimed at an AI is vague, rushed, or under-specified and the user wants it sharpened — "improve my prompt", "fix this prompt", "how should I ask for this" — or before firing an expensive task off a thin prompt. About prompts for an AI, not about optimizing code.